CoreML

CoreML

1. definition

   • A tool that makes possible to integrate trained models into an app.
     • trained model
       • definition
         • The result of applying a machine learning algorithm to a set of training data. The model makes predictions based on new input data.

2. features

   • Vision
     • features
       • face and face landmark detection
       • text detection
         • classes
       • barcode recognition
       • image registration
       • general feature tracking
         • classes
           • VNTrackingRequest
             • link
               • https://developer.apple.com/documentation/vision/vntrackingrequest
             • definition
               • The abstract superclass for image analysis requests that track unique features across multiple images or video frames.
           • VNTrackRetangleRequest
             • link
               • https://developer.apple.com/documentation/vision/vntrackrectanglerequest
             • definition
               • An image analysis request that tracks movement of a previously identified rectangular object across multiple images or video frames.
           • VNTrackObjectRequest
             • definition
             • link
               • https://developer.apple.com/documentation/vision/vntrackobjectrequest
       • custom Core ML models
         • features
           • classification
           • object detection
   • Natural Language Processing
   • GameplayKit